Forecasting Groundwater Table in a Flood Prone Coastal City with Long Short-term Memory and Recurrent Neural Networks

Deep learning with long short-term memory networks for financial market predictions

(2018) Thomas Fischer et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Modeling urban coastal flood severity from crowd-sourced flood reports using Poisson regression and Random Forest

(2018) J.M. Sadler et al.   JOURNAL OF HYDROLOGY

Developing a Long Short-Term Memory (LSTM) based model for predicting water table depth in agricultural areas

(2018) Jianfeng Zhang et al.   JOURNAL OF HYDROLOGY

Use long short-term memory to enhance Internet of Things for combined sewer overflow monitoring

(2018) Duo Zhang et al.   JOURNAL OF HYDROLOGY

Groundwater flooding in a river-connected alluvial aquifer

(2018) J.M. Abboud et al.   Journal of Flood Risk Management

Integration of a Parsimonious Hydrological Model with Recurrent Neural Networks for Improved Streamflow Forecasting

(2018) Ye Tian et al.   Water

Deep Learning with a Long Short-Term Memory Networks Approach for Rainfall-Runoff Simulation

(2018) Caihong Hu et al.   Water

Dongting Lake Water Level Forecast and Its Relationship with the Three Gorges Dam Based on a Long Short-Term Memory Network

(2018) Chen Liang et al.   Water

Coastal aquifer response to extreme storm events in Emilia-Romagna, Italy

(2017) Beatrice M.S. Giambastiani et al.   HYDROLOGICAL PROCESSES

LSTM network: a deep learning approach for short-term traffic forecast

(2017) Zheng Zhao et al.   IET Intelligent Transport Systems

Effect of Rain Gauge Proximity on Rainfall Estimation for Problematic Urban Coastal Watersheds in Virginia Beach, Virginia

(2017) Jeffrey M. Sadler et al.   JOURNAL OF HYDROLOGIC ENGINEERING

Emulation of recharge and evapotranspiration processes in shallow groundwater systems

(2017) Rebecca C. Doble et al.   JOURNAL OF HYDROLOGY

Impact of Sea-Level Rise on Roadway Flooding in the Hampton Roads Region, Virginia

(2017) Jeffrey M. Sadler et al.   Journal of Infrastructure Systems

The Use of NARX Neural Networks to Forecast Daily Groundwater Levels

(2017) Sandra M. Guzman et al.   WATER RESOURCES MANAGEMENT

Developing reservoir monthly inflow forecasts using artificial intelligence and climate phenomenon information

(2017) Tiantian Yang et al.   WATER RESOURCES RESEARCH

LSTM: A Search Space Odyssey

(2017) Klaus Greff et al.   IEEE Transactions on Neural Networks and Learning Systems

Impacts of Climate Change and Urbanization on Groundwater Resources in a Barrier Island

(2016) Sun Woo Chang et al.   JOURNAL OF ENVIRONMENTAL ENGINEERING

A comparison of numerical and machine-learning modeling of soil water content with limited input data

(2016) Fatemeh Karandish et al.   JOURNAL OF HYDROLOGY

Prediction of monthly regional groundwater levels through hybrid soft-computing techniques

(2016) Fi-John Chang et al.   JOURNAL OF HYDROLOGY

Application of soft computing based hybrid models in hydrological variables modeling: a comprehensive review

(2016) Farzad Fahimi et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Impacts of Climate Change and Urbanization on Groundwater Resources in a Barrier Island

(2016) Sun Woo Chang et al.   JOURNAL OF ENVIRONMENTAL ENGINEERING

Optimal selection of groundwater-level monitoring sites in the Zhangye Basin, Northwest China

(2015) Youhua Ran et al.   JOURNAL OF HYDROLOGY

Artificial intelligence based models for stream-flow forecasting: 2000–2015

(2015) Zaher Mundher Yaseen et al.   JOURNAL OF HYDROLOGY

Regional scale impact of tidal forcing on groundwater flow in unconfined coastal aquifers

(2014) P.S. Pauw et al.   JOURNAL OF HYDROLOGY

From the extreme to the mean: Acceleration and tipping points of coastal inundation from sea level rise

(2014) William V. Sweet et al.   Earths Future

Groundwater-level prediction using multiple linear regression and artificial neural network techniques: a comparative assessment

(2013) Sasmita Sahoo et al.   HYDROGEOLOGY JOURNAL

Comparative evaluation of numerical model and artificial neural network for simulating groundwater flow in Kathajodi–Surua Inter-basin of Odisha, India

(2013) S. Mohanty et al.   JOURNAL OF HYDROLOGY

Artificial neural network simulation of hourly groundwater levels in a coastal aquifer system of the Venice lagoon

(2012) Riccardo Taormina et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Assessment of groundwater inundation as a consequence of sea-level rise

(2012) Kolja Rotzoll et al.   Nature Climate Change

Risks to Coastal Wastewater Collection Systems from Sea-Level Rise and Climate Change

(2011) Jefferson F. Flood et al.   JOURNAL OF COASTAL RESEARCH

Methods used for the development of neural networks for the prediction of water resource variables in river systems: Current status and future directions

(2010) Holger R. Maier et al.   ENVIRONMENTAL MODELLING & SOFTWARE

A comparative study of artificial neural networks and support vector machines for predicting groundwater levels in a coastal aquifer

(2010) Heesung Yoon et al.   JOURNAL OF HYDROLOGY

A simple model for water table fluctuations in response to precipitation

(2008) Eungyu Park et al.   JOURNAL OF HYDROLOGY

Assessment of damage caused by high groundwater inundation

(2008) Heidi Kreibich et al.   WATER RESOURCES RESEARCH

Data-driven modelling: some past experiences and new approaches

(2007) Dimitri P. Solomatine et al.   JOURNAL OF HYDROINFORMATICS